Pill Classification Image Dataset

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Versions
augmented-classification-v1
v2
Dec 28, 2021
raw-images
v1
Dec 28, 2021

augmented-classification-v1

Version 2
Generated Dec 28, 2021

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Images

1190 images
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Train / Test Split

Training Set

87
1k
images

Validation Set

8
99
images

Testing Set

4
50
images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Shear: ±5° Horizontal, ±5° Vertical
Hue: Between -25° and +25°
Saturation: Between -10% and +10%
Brightness: Between -10% and +10%
Exposure: Between -10% and +10%
Noise: Up to 2% of pixels
Cutout: 5 boxes with 5% size each
Details
Version Name: augmented-classification-v1
Version ID: 2
Generated: Dec 28, 2021
Annotation Group: pills